conftrace_

model pruning

237 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network pruning (265) large language model (13587) lottery ticket hypothesis (104) neural network optimization (1293) transfer learning (5449) network pruning (183) neural network (6616) model quantization (281)

Papers

Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022
TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ACL 2022
Sparse Probabilistic Circuits via Pruning and Growing NIPS 2022
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022
Differentially Private Model Compression NIPS 2022
Advancing Model Pruning via Bi-level Optimization NIPS 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
A Fast Post-Training Pruning Framework for Transformers NIPS 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning ICML 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
An Information-Theoretic Justification for Model Pruning AISTATS 2022
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
Dreaming To Prune Image Deraining Networks CVPR 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NIPS 2022
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm ACL 2022
Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022
The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP 2022
BMCook: A Task-agnostic Compression Toolkit for Big Models EMNLP 2022
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022